Triple

T8792395
Position Surface form Disambiguated ID Type / Status
Subject ULM School of Aviation E209199 entity
Predicate region P40 FINISHED
Object Northern Louisiana
Northern Louisiana is a largely rural region of the state characterized by pine forests, small cities such as Shreveport and Monroe, and a mix of agricultural, industrial, and educational centers.
E286037 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Northern Louisiana | Statement: [ULM School of Aviation, region, Northern Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northern Louisiana
Context triple: [ULM School of Aviation, region, Northern Louisiana]
  • A. Southwestern Louisiana
    Southwestern Louisiana is a culturally rich region of the state known for its Cajun and Creole heritage, distinctive cuisine, and vibrant music traditions.
  • B. eastern Louisiana
    Eastern Louisiana is the portion of the U.S. state of Louisiana lying east of the Mississippi River, encompassing areas such as Baton Rouge and New Orleans.
  • C. northeastern Louisiana
    Northeastern Louisiana is a region of the U.S. state of Louisiana characterized by its rural landscapes, small cities, and location along the Mississippi River in the state's upper eastern area.
  • D. Central Louisiana region
    The Central Louisiana region is a geographic and cultural area in the middle of the state that includes the city of Alexandria and surrounding communities.
  • E. Northwestern Louisiana
    Northwestern Louisiana is a region of the U.S. state of Louisiana centered around the city of Shreveport and known for its blend of Southern, Texan, and Ark-La-Tex cultural influences.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Northern Louisiana
Triple: [ULM School of Aviation, region, Northern Louisiana]
Generated description
Northern Louisiana is a largely rural region of the state characterized by pine forests, small cities such as Shreveport and Monroe, and a mix of agricultural, industrial, and educational centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northern Louisiana
Target entity description: Northern Louisiana is a largely rural region of the state characterized by pine forests, small cities such as Shreveport and Monroe, and a mix of agricultural, industrial, and educational centers.
  • A. Southwestern Louisiana
    Southwestern Louisiana is a culturally rich region of the state known for its Cajun and Creole heritage, distinctive cuisine, and vibrant music traditions.
  • B. eastern Louisiana
    Eastern Louisiana is the portion of the U.S. state of Louisiana lying east of the Mississippi River, encompassing areas such as Baton Rouge and New Orleans.
  • C. northeastern Louisiana
    Northeastern Louisiana is a region of the U.S. state of Louisiana characterized by its rural landscapes, small cities, and location along the Mississippi River in the state's upper eastern area.
  • D. Central Louisiana region
    The Central Louisiana region is a geographic and cultural area in the middle of the state that includes the city of Alexandria and surrounding communities.
  • E. Northwestern Louisiana chosen
    Northwestern Louisiana is a region of the U.S. state of Louisiana centered around the city of Shreveport and known for its blend of Southern, Texan, and Ark-La-Tex cultural influences.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca836240888190a62b262e56a69d2f completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f8f9eb08190bd709f3c8e09412f completed March 31, 2026, 11:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf890b49048190b49c784f84e23496 completed April 3, 2026, 9:31 a.m.
NEDg Description generation batch_69cf8a8c87dc81909d5c0d769341b17c completed April 3, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69cf8b79a0b48190a29491f5f8f81217 completed April 3, 2026, 9:42 a.m.
Created at: March 30, 2026, 6:43 p.m.